Debugging and Runtime Analysis of Neural Networks with VLMs (A Case Study)

Boyue Caroline Hu, Divya Gopinath, Corina S. Pasareanu +3

Debugging of Deep Neural Networks (DNNs), particularly vision models, is very challenging due to the complex and opaque decision-making processes in these networks. In this paper,…